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Bio572
Ch 8 Example
EMD book
Final project
Finding help
Lab 1-Intro to R
Lab 2-Know your data
Lab 3-Deterministic functions
Lab 4-Stochastic distributions
Lab 5-Simulation & power
Lab 6-Likelihood
Lab 6.5-Likelihood
Lab 7-Bayesian analyses
Lab 8-StandardStats
Lab 9-Modeling variance
Logic and programming in R
plotting
Probability lesson Feb 4
Rmd files
Schedule
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important
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EMD book
Final project
Schedule
Syllabus
help
20
Finding help
Logic and programming in R
plotting
workflow
Working with data in R
Lab
20
Lab 1-Intro to R
Lab 2-Know your data
Lab 3-Deterministic functions
Lab 4-Stochastic distributions
Lab 5-Simulation & power
Lab 6-Likelihood
Lab 6.5-Likelihood
Lab 7-Bayesian analyses
Lab 8-StandardStats
Lab 9-Modeling variance
Rmd files
interesting
20
Science! or things like it
Stats Links
lessons
20
Probability lesson Feb 4
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Help related to the class
Ben Bolker's
Ecological Models and Date in R wiki page
with an errata and other useful items
Jack Weiss' "
Statistical Analysis in Ecology and Evolution
" course from 2006, which has some pretty terrific lecture notes, particularly on distributions. His "
Statistics for Ecology and Evolution
" course covers more advanced statistical topics.These have been some of the most useful for my own learning.
General help using R
The basic help files and vignettes that come with R!
The Manuals section at
http://www.r-project.org/
This is the official site. Don't forget the
Contributed Documentation
, which is often useful, if application specific.
Stack Overflow
has become one of the de facto Q&A sites for (R) related things. One of my first stops.
The
Cookbook for R
is incredibly clear and easy to use. If you can find the thing you want to do here, you are in luck!
StatsRus (aka
Rtips
), which is a useful collection of tips and examples for working with (R). Recently revived (note the dates on each section)
A
list of useful R functions
Learning R
is the product of a person learning to use R, particularly plotting with ggplot2. It is nicely done.
R seek
, a custom frontend to Google search engine,
Help graphing with R and in general
Cookbook for R / Graphing
Learning R
is the product of a person learning to use R, particularly plotting with ggplot2. It is nicely done.
The
Stubborn Mule
is an interesting blog about visualizations and statistics. Often has R code.
Two blog posts that might prove use for using ggplot2 are
http://www.r-bloggers.com/basic-introduction-to-ggplot2/
and
http://www.r-bloggers.com/making-data-visually-appealing/
The many examples using ggplot2 on the R-blogger site can be found here
http://www.r-bloggers.com/?s=ggplot2
Places to learn more about R, packages, and what's new
The
Journal of Statistical Software
is where a lot of new packages and reviews can be found.
The
(R) Journal
It is not really helpful, but there is some interesting history in this
New York Times article about R
.
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Help related to the class
General help using R
Help graphing with R and in general
Places to learn more about R, packages, and what's new